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Natural Language Processing with Python

by

Guvi

Unlock the power of language with GUVI’s latest course on Natural Language Processing with Python. Equip yourself to build intelligent language systems that understand, analyze, and even predict human language patterns. Don’t just learn NLP Python, create! Be it text classification, sentiment analysis, or spam detection – we’ve got it all mapped out for you. Step into the future of language processing today, and make your Python scripts not just code, but communicate!
1499.00
2000.00
25.05% Discount

#1

See all ranking

Natural Language Processing with Python

by

Guvi

Unlock the power of language with GUVI’s latest course on Natural Language Processing with Python. Equip yourself to build intelligent language systems that understand, analyze, and even predict human language patterns. Don’t just learn NLP Python, create! Be it text classification, sentiment analysis, or spam detection – we’ve got it all mapped out for you. Step into the future of language processing today, and make your Python scripts not just code, but communicate!
1499.00
2000.00
25.05% Discount

#1

See all ranking

4 Modules

with Certifications

6+ Hours

of Recorded Content

5 Rated

by 2042 Learners

English

Language

4 Modules

with Certifications

6 + Hours

of Recorded Content

5 Rated

by 2042Learners

Read all Reviews

English

Language

What's in it for You?

In this comprehensive Python NLP course, you’ll gain deep insights into Natural Language Processing (NLP) and its applications. You’ll master Python’s NLTK and Spacy libraries, and learn parsing, tokenization, Part-of-Speech tagging, and named entity recognition, integral for building smart linguistic systems. The curriculum also covers advanced topics like text classification using Scikit-Learn, understanding TF-IDF and regular expressions, and leveraging word2vec. You’ll also delve into sentiment analysis, a vital aspect of modern AI applications. This course equips you with the technical know-how to decode human language intricacies and build intelligent systems.
In this comprehensive Python NLP course, you’ll gain deep insights into Natural Language Processing (NLP) and its applications. You’ll master Python’s NLTK and Spacy libraries, and learn parsing, tokenization, Part-of-Speech tagging, and named entity recognition, integral for building smart linguistic systems. The curriculum also covers advanced topics like text classification using Scikit-Learn, understanding TF-IDF and regular expressions, and leveraging word2vec. You’ll also delve into sentiment analysis, a vital aspect of modern AI applications. This course equips you with the technical know-how to decode human language intricacies and build intelligent systems.

Key Features:

Globally Recognised Certification
100% online and Self-paced learning
Full lifetime access to all content
Access to 4 Gamified Practise Platforms
Dedicated Forum Support to clear all your doubts
7 Days refund Policy

Topics you will learn

  • Beginner Module

      • What is NLP?
      • Bag of words, Tokenization and stopwords
      • Stemming & Lemmatization
      • N gram and smoothing techniques
      • POS tagging

  • Intermediate Module

      • NER recognition
      • Details on TF-IDF
      • How to build TF-IDF from scratch
      • Regular expressions
      • Examples with Regex
      • Word2vec
      • Glove
      • Text feature extraction
      • Using scikit learn for classification

  • Advanced Module

      • Overview
      • LDA on text document
      • Non negative matrix factorization & evaluation metrics
      • Explaining RNN & LSTM
      • CNN
      • Keras classification
      • Sentiment analysis theory

  • Expert Module

      • Probability based language models
      • Language model for text generation & applications
      • Conditional text generation & evaluation metrics
      • Vector space models
      • Evaluation metrics and applications of ie
      • Sentiment analysis
      • Topic modeling
      • Spam detection

Course Offerings

Certificate you will get

IITM Pravartak certified Python certification.
Certificates are globally recognized & they upgrade your programming profile.
Certificates are generated after the completion of course.

After this Course

Understand and Learn Natural Language Processing (NLP) in Python.
Utilize Python libraries like NLTK and Spacy effectively.
Conduct parsing, tokenization, and Part-of-Speech tagging.
Perform named entity recognition and text classification.
Implement TF-IDF, regular expressions, and word2vec.
Carry out sentiment analysis and build intelligent systems.

Pre Requsites

Background in Mathematics: A basic understanding of high school-level mathematics is essential.
Tech-Ready: Make sure you have access to a computer with a stable internet connection.
Eagerness to Learn: Bring along a strong willingness to learn and explore new concepts and ideas.

Course is for

Freshers

Professionals

Students

FAQ's

  • What is the overview of GUVI’s NLP with Python certification course?
    GUVI's NLP with Python certification course is a comprehensive program that covers essential NLP techniques and Python programming. It offers hands-on learning through projects, quizzes, and assignments to help you gain practical experience in NLP.
  • Why learn the NLP with Python course?
    Learning NLP with Python opens up new career opportunities in data science, machine learning, and artificial intelligence. It's a sought-after skill in today's data-driven world, enabling you to analyze and interpret complex human language data.
  • Why choose GUVI for learning NLP with Python course?
    GUVI offers expert-led, interactive learning with real-world projects and a strong peer network. With a flexible learning schedule, GUVI provides a certification recognized by top tech companies upon successful completion.
  • What are the benefits of earning NLP with Python course certification?
    Earning an NLP with Python certification improves your credibility and demonstrates your proficiency in NLP and Python. It can help you stand out in the job market, increase your earning potential, and open up new career paths.
  • Is the NLP with Python course difficult to learn?
    The difficulty level of the NLP with Python course is subjective and depends on your prior knowledge of Python and basic concepts of linguistics. However, with dedication, practice, and the right resources from GUVI, you can master it.
  • How long does it take to learn an NLP with Python course?
    The duration to learn the NLP with Python course depends on your learning pace and commitment. Generally, with consistent study, you can complete it within 3 months, given that you study at least 5 hours per week.

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